conftrace_

Application Areas

34,437 papers (4 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Domain Adaptation (9,897) Efficient Computing (8,226) Data Augmentation (3,648) Fairness (3,574) Knowledge Distillation (3,219) Privacy (3,022) Domain Generalization (1,972) Model Compression (1,736) Risk Management (1,119) Model Merging (592) Recommender Systems (343) Information Retrieval (249) Text Classification (144) Text Processing (2)

Papers per year

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1,828

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Papers (including subtopics)

Scaling laws for learning with real and surrogate data NeurIPS 2024 Scaling Laws for Linear Complexity Language Models EMNLP 2024 Scaling Laws for Sparsely-Connected Foundation Models ICLR 2024 Scaling Laws for the Value of Individual Data Points in Machine Learning ICML 2024 Scaling Laws of Synthetic Images for Model Training ... for Now CVPR 2024 Scaling physics-informed hard constraints with mixture-of-experts ICLR 2024 Scaling Synthetic Logical Reasoning Datasets with Context-Sensitive Declarative Grammars EMNLP 2024 Scaling Tractable Probabilistic Circuits: A Systems Perspective ICML 2024 Scaling transformer neural networks for skillful and reliable medium-range weather forecasting NeurIPS 2024 SCA: Selective Compression Attention for Efficiently Extending the Context Window of Large Language Models EMNLP 2024 Scene Graph Generation with Role-Playing Large Language Models NeurIPS 2024 Schema-based Data Augmentation for Event Extraction COLING 2024 SciBench: Evaluating College-Level Scientific Problem-Solving Abilities of Large Language Models ICML 2024 SC-MoE: Switch Conformer Mixture of Experts for Unified Streaming and Non-streaming Code-Switching ASR Interspeech 2024 SCoRD: Subject-Conditional Relation Detection With Text-Augmented Data WACV 2024 SCOREQ: Speech Quality Assessment with Contrastive Regression NeurIPS 2024 Scoring with Confidence? – Exploring High-confidence Scoring for Saving Manual Grading Effort NAACL 2024 SDA: Semantic Discrepancy Alignment for Text-conditioned Image Retrieval ACL 2024 SDNet: An Extremely Efficient Portrait Matting Model via Self-Distillation WACV 2024 SDP4Bit: Toward 4-bit Communication Quantization in Sharded Data Parallelism for LLM Training NeurIPS 2024 SDPose: Tokenized Pose Estimation via Circulation-Guide Self-Distillation CVPR 2024 SDSTrack: Self-Distillation Symmetric Adapter Learning for Multi-Modal Visual Object Tracking CVPR 2024 Search-Adaptor: Embedding Customization for Information Retrieval ACL 2024 Searching by Code: A New SearchBySnippet Dataset and SnippeR Retrieval Model for Searching by Code Snippets COLING 2024 Searching for Efficient Linear Layers over a Continuous Space of Structured Matrices NeurIPS 2024